The news struck Leo at the worst possible time. He had just finished a grueling week, was on his way to see his girlfriend, and was feeling optimistic for the first time in a long time. The email, with the simple headline "University Closing", killed that feeling.

A knot formed in his stomach, and his hands began to tremble. His hard-fought scholarship, the plans he and his girlfriend had made for their future – all threatened. The carefree energy of the day evaporated.

He stopped walking, unable to take another step. The bright lights of the city felt harsh, the noise grating. His girlfriend’s face, usually the source of his joy, appeared distant and blurred. He felt a deep weariness, a sense of having been robbed.

Emotion: dispirited

Cluster: Sadness / Despair
PC1 (Valence): -1.88 Negative
PC2 (Disposition): -0.98

Role in Research

This story is one of 1,000 stories generated for the emotion dispirited. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 dispirited stories, after denoising with neutral dialogue baselines, produces the dispirited emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the dispirited vector is projected through the unembedding matrix.

Promoted:
😞0.398
S0.348
0.325
ness0.320
无法0.308
Suppressed:
de-0.297
l-0.256
👏-0.251
sonra-0.240
aud-0.240